1325 search results - page 109 / 265 » Algorithm Selection using Reinforcement Learning |
111
click to vote
IDEAL
2004
Springer
15 years 8 months ago
2004
Springer
We present an approach to classification of biomedical terms based on the information acquired automatically from the corpus of relevant literature. The learning phase consists of...
148
click to vote
EMNLP
2007
15 years 4 months ago
2007
Semantic inference is a core component of many natural language applications. In response, several researchers have developed algorithms for automatically learning inference rules...
AIPS
2006
15 years 4 months ago
2006
Policy Reuse is a method to improve reinforcement learning with the ability to solve multiple tasks by building upon past problem solving experience, as accumulated in a Policy Li...
141
click to vote
AAAI
2007
15 years 5 months ago
2007
We introduce a new collaborative machine learning paradigm in which the user directs a learning algorithm by manually editing the automatically induced model. We identify a generi...
126
click to vote
NIPS
2004
15 years 4 months ago
2004
In the context of binary classification, we define disagreement as a measure of how often two independently-trained models differ in their classification of unlabeled data. We exp...